--- title: "Connect DocuPipe to Hamsa - APIANT.ai" description: "When \"Document Processed\" fires in DocuPipe, your agent runs \"Add knowledge base item\" in Hamsa." canonical: "https://apiant.ai/connect/docupipe-to-hamsa" --- # Connect DocuPipe to Hamsa When **Document Processed** fires in [DocuPipe](https://apiant.ai/connections/docupipe), your agent runs **Add knowledge base item** in [Hamsa](https://apiant.ai/connections/hamsa). Describe the whole flow and it is built, tested on every scenario and kept running. DocuPipe **1** trigger DocuPipe **15** actions Hamsa **21** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want DocuPipe and Hamsa to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What DocuPipe can start in Hamsa - When **Document Processed** in DocuPipe then **Add knowledge base item** in Hamsa - When **Document Processed** in DocuPipe then **Add phone number** in Hamsa Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with DocuPipe and Hamsa ## Triggers and actions 1 trigger · 36 actions - Trigger **Document Processed** Triggers when a document finishes parsing and OCR is complete. - Action **Add schema** Creates a new extraction schema in DocuPipe from a JSON schema you supply, and returns its schema ID. - Action **Analyze document** Asks DocuPipe a list of plain-language questions about one document and starts the analysis, returning the analysis ID to fetch the answers with. - Action **Classify Document** Sends one or more documents to DocuPipe to be sorted into your classes, and returns the job that is doing the work. - Action **Delete document** Removes a document from your DocuPipe account. - Action **Delete schema** Removes an extraction schema from your DocuPipe account. - Action **Extract Data From Document** Pulls structured data out of a document using one of your schemas, and returns the extraction to fetch the results with. - Action **Find documents by criteria** Finds documents in your DocuPipe account whose file name or document ID matches what you search for. - Action **Get Document** Returns one document from your DocuPipe account, with its file details, processing status, parsed text and your own metadata. - Action **Get Extraction Result** Returns the data DocuPipe pulled out of a document, shaped by the schema that was used, along with per-field confidence details. - Action **Get schema** Returns one extraction schema from your DocuPipe account, including the JSON schema it applies and its guidelines. - Action **List documents** Returns the documents in your DocuPipe account, optionally narrowed to one dataset or a date range. - Action **List extractions** Returns the data extractions in your DocuPipe account, optionally narrowed to one schema, one document, or a specific set of extractions. - Action **List schemas** Returns the extraction schemas in your DocuPipe account. - Action **Upload and Extract Data** Sends a file to DocuPipe and immediately starts pulling structured data out of it, returning both the new document and the extraction. - Action **Upload Document** Sends a file to DocuPipe to be read and turned into a document you can extract data from. - Action **Add knowledge base item** Create a new knowledge base item for a voice agent. - Action **Add phone number** Add a phone number for a user. - Action **Add transcription job** Create a new asynchronous job (e.g. transcription). - Action **Add TTS voice** Create a new text-to-speech voice. - Action **Add voice agent** Create a new AI voice agent. - Action **Assign phone number** Assign a phone number to a voice agent. - Action **Delete knowledge base item** Delete a knowledge base item by ID. - Action **Delete phone number** Delete a phone number. - Action **Delete TTS voice** Delete a text-to-speech voice by ID. - Action **Get campaign** Get a campaign by ID. - Action **Get conversation** Get a call conversation record by ID. - Action **Get job** Get a single job's details by ID. - Action **Get voice agent** Retrieve a specific voice agent by ID. - Action **Initiate voice agent call** Initiate an outbound call with a voice agent via Twilio. - Action **List jobs** List jobs. - Action **List knowledge base items** Return a list of knowledge base items. - Action **List phone numbers** Return a list of phone numbers for a user. - Action **List TTS voices** Retrieve the list of available TTS voices. - Action **List voice agents** Retrieve a list of the account's voice agents. - Action **Transcribe audio** Generate a speech-to-text transcription from audio (not streamed). - Action **Update voice agent** Update an existing voice agent's configuration. ## Each app on its own - [ **DocuPipe** DocuPipe is a service that turns PDFs, images, and scanned documents into structured JSON data.](https://apiant.ai/connections/docupipe) - [ **Hamsa** AI voice agent platform with lifelike avatars, RAG-powered conversations, and API/SDK for calls, CRM, and...](https://apiant.ai/connections/hamsa) Reviews ## What our customers say ## More from DocuPipe - [ **DocuPipe to Publora** Publish and schedule posts to ten social networks from one endpoint](https://apiant.ai/connect/docupipe-to-publora) - [ **DocuPipe to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/docupipe-to-hubspot) - [ **DocuPipe to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/docupipe-to-salesforce) - [ **DocuPipe to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/docupipe-to-slack) - [ **DocuPipe to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/docupipe-to-google-sheets) - [ **DocuPipe to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/docupipe-to-gmail) ## More into Hamsa - [ **MySQL to Hamsa** Connect directly to a MySQL database and run SQL statements from your automations.](https://apiant.ai/connect/mysql-to-hamsa) - [ **TimelinesAI to Hamsa** TimelinesAI allows you to share access to your personal or business Whatsapp account, integrate it with...](https://apiant.ai/connect/timelinesai-to-hamsa) - [ **HubSpot to Hamsa** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-hamsa) - [ **Salesforce to Hamsa** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-hamsa) - [ **Slack to Hamsa** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-hamsa) - [ **Google Sheets to Hamsa** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-hamsa) Questions ## DocuPipe and Hamsa, answered ### ### What can start an automation from DocuPipe? Any of DocuPipe's 1 trigger in the catalog, including Document Processed. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Hamsa when something happens in DocuPipe? Any of Hamsa's 21 actions, including Update voice agent, Add knowledge base item, Add phone number and Add transcription job. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Hamsa to DocuPipe? Hamsa has no triggers in the catalog today, so automations start in DocuPipe. If you need the other direction, ask: your agent reads Hamsa's API documentation and adds it. ### ### Do I have to build a connector for DocuPipe or Hamsa? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use DocuPipe and Hamsa without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.